qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

deepseek-r1:latest

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Not Rec.

Jun 26, 2026 · Cortex-A78AE

Global Score

57 vs 22

Hardware Fit

61 vs 69

Quality Score

55 vs 2

Hardware

qwen3.5:9b deepseek-r1:latest

MachineAZW GTR ProNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUAMD RYZEN AI MAX+ 395Cortex-A78AE

Cores326

RAM125 GB7 GB

GPUAMD Radeon 8060SIntegrated / Unknown

OSUbuntu 24.04.4 LTSUbuntu 22.04.5 LTS

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3.5:9b deepseek-r1:latest

Tokens/sec30.39.6

First chunk205 ms1300 ms

TTFT8.7 s1.3 s

Load time5.6 s19.9 s

Memory usage18.8 GB4.8 GB

Memory %15%65%

HW Fit Score Breakdown

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

deepseek-r1:latest

Speed

31/50

TTFT

20/20

Memory

18/30

Quality

qwen3.5:9b

Reasoning

17/20

Coding

2/20

Instruction

7/20

Structured

8/15

Math

12/15

Multilingual

9/10

Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

deepseek-r1:latest

Reasoning

0/20

Coding

1/20

Instruction

0/20

Structured

0/15

Math

1/15

Multilingual

0/10

Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

View qwen3.5:9b details | View deepseek-r1:latest details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest